Tensorflow convolutional neural network examplecông việc

*Mô tả công việc: -Tìm kiếm ứng viên thông qua các kênh mạng xã hội, network cá nhân các nền tảng tuyển dụng khác. -Sơ loại, xác định nhu cầu ứng tuyển của ứng viên -Hỗ trợ sắp xếp lịch hẹn phỏng vấn *Yêu cầu ứng viên: -Các nhân sự HR Freelancer có nguồn ứng viên sales -Các HR tại các công ty cùng lĩnh vực với MISA, các Headhunter tại các agency tuyển dụng -Hội trưởng hội sinh viên, Trưởng CLB các trường có ứng viên phù hợp *Quyền lợi: -Chi trả thưởng hấp dẫn từ 1,5 - 3tr/ứng viên tuyển dụng thành công -Chỉ yêu cầu bảo hành 7 ngày thử việc -Đ...

Hè sắp đến và những chuyến du lịch đang chờ bạn lên lịch nhưng ví của bạn lại không cho phép? Đừng lo, nhà Net có job xịn vừa chủ động thời gian, vừa chủ động thu nhập c...ngay để trở thành thành viên của đại gia đình NetVietTV nhen: ? Quyền lợi: - Lương cứng từ 5 -7 triệu và KPI không giới hạn - Được tham gia khoá đào tạo nghiệp vụ - Được đóng BHYT + BHXH - Hoa hồng không giới hạn Yêu cầu công việc: - Tốt nghiệp Cao đẳng, Đại học chuyên ngành - Có kỹ năng giao tiếp và đàm phán tốt - Có network với các doanh nghiệp là một điểm cộng - Tốt nghiệp Ca...

...Chi tiết: Ở đây có 3 đối tượng: 1 là sàn giao dịch Binance (top1 thế giới), 2 là nhà đầu tư, 3 là cty tư vấn đầu tư Hên Network 1. Sàn Binance: sàn giao dịch top 1 thế giới trong lĩnh vực Crypto (Tiền điện tử) 2. Nhà đầu tư: là người đăng ký tài khoản giao dịch trên sàn Binance 3. Cty tư vấn Hên Network: là cty bên thứ 3 được nhà đầu tư ủy quyền giao dịch trên sàn Binance. Nhà đầu tư vẫn giữ tiền trên tài khoản cá nhân của mình và việc rút nạp tiền chỉ có cá nhân nhà đầu tư mới thực hiện được Khi Hên Network giao dịch hiệu quả và...

Cần tìm một bạn làm SEO Chạy quảng cáo Google Display Network

tôi muốn code 1 app android (Game hoặc app) Google Play Yêu cầu có phần tặng điểm, vàng hoặc phần thưởng được tích hợp Offerwall của các network khác

Mình đang cần tuyển fulltime - partime dev Game Unity > 1 năm kn. Hứng thú với môi trường start up đầy năng động Yêu cầu cơ bản: + Có kinh nghiệm về thiết kế gameplay, technical artist + Có kinh nghiệm sử dụng Photon Network cho dự án RPG game là một lợi thế Bạn nào có hứng thú muốn thử sức thì đăng ký với ạ. Mức lương tương đối cao - phụ thuộc vào trình độ [Removed by Freelancer.com Admin for offsiting - please see Section 13 of our Terms and Conditions]

Cần tuyển freelancer có khả năng thực hiện những công việc sau: - Khảo sát & đánh giá hệ thống network hiện tại. - Tư vấn thay thế thiết bị, xây dựng hệ thống wifi mesh hướng đến tối ưu hiệu quả & chi phí. - Triển khai cài đặt & cấu hình hệ thống wifi mesh theo yêu cầu. - Hướng dẫn sử dụng và bàn giao những tài liệu cần thiết. - Hỗ trợ kỹ thuật sau khi đã triển khai bằng hình thức remote hoặc onsite (thời gian hỗ trợ sẽ thỏa thuận sau). Yêu cầu bắt buộc: - Am hiểu các giải pháp của Ekahau (Ekahau Sidekick, Ekahau Pro, Ekahau Survey, ...). - Có kinh nghiệm làm việc với các giải pháp của Ekahau.

Tư vấn SEO tổng thể cho dự án Private Social Network của Australia. Hợp tác dưới hình thức CTV & ký bảo mật thông tin NDA

Lập trình firmware cho mạng mesh dùng module lora

Trước đây tôi có nhờ 1 người lập trình trang web chuyển đổi điểm Token bằng ngôn ngữ PHP với Laravel. Nay do mất thông tin liên lạc người đó, nhưng tôi lại có nhu cầu làm thêm vài tính năng mới chưa có trong web này cùng việc mở rộng 1 vài tính năng đã có ở web đó. Tôi cần liên hệ bạn nào trên cộng đồng Freelancer dày dạn kinh nghiệm về PHP với Laravel và có thể đáp ứng nhanh nhất các yêu cầu của tôi. Tôi đồng ý sẽ trả chi phí thực hiện tốt nhất mà bạn mong muốn. LH - 091 9 40 50 80.

Mình có một dự án cần làm gấp đó là mô phỏng truyền video qua wireless sử dụng network simulator 3

Need access camera DVR through public IP with authentication I can access in LAN network by stream URL: ---- rtsp://[username]:[password]@[ip]:[port]/cam/realmonitor?channel=1&subtype=0 But cannot access with public IP Thanks =================== Hiện truy cập video stream với URL bên dưới với IP cùng mạng LAN bằng python rtsp://[username]:[password]@[ip]:[port]/cam/realmonitor?channel=1&subtype=0 Muốn có đoạn code truy cập tương tự nhưng thông qua ip public Chú ý: không tác động đến firewall

Tôi cần thuê người có thể thiết kế chrome extension kết hợp để nhận diện ảnh của 1 website bất kỳ khi mở lên. Lương 5 triệu khi xong app. Có thể thỏa thuận lại lương. [Removed by Freelancer.com Admin]

Mình cần làm 1 plugin wordpress hoàn tiền mua sắm (cashback) Liên kết với affiliate marketing network là thông qua API Cho phép thiết lập giá trị % chia sẽ chiết khấu cho user Plugin wordpress tương tự cái này:

2. Result good khi check với: 3. Site chạy mượt không giật lag 4. Chuẩn SEO 5. Có tích hợp phát hiện chặn quảng cáo, và thông báo ch... 3. Site chạy mượt không giật lag 4. Chuẩn SEO 5. Có tích hợp phát hiện chặn quảng cáo, và thông báo cho ng dùng tắt chặn để tiếp tục xem 6. Site phim lấy nguồn phim từ  - Bilutv, phimmoi - Facebook - Google Driver - OpenLoad=>Site phải đảm bảo getlink từ những nguồn trên hoạt động mượt mà, k lỗi 7. Site cho phép admin set quảng cáo như Google Adsence, Popads network,bannerAds,VideoAds 8. Cho phép chèn quảng cáo khi chạy phim, có nút skip sau khi xem quảng cáo...

Ứng dụng proxy Yêu cầu: Window .NET, C++... Proxy socks5 hỗ trợ UDP và TCP Support five types of proxy servers: SOCKS v4, SOCKS v5, HTTP (Support HTTPS CONNECT) php, mysql

Mình cần làm 1 site cashback nhỏ cho amazon, ebay, aliexpress (retailers) và accesstrade (network). Yêu cầu: - Cho phép chỉnh % cashback - Tự động cập nhật click, order của member thông qua API. Khi conversion được hết pending ở affiliate account thì khoản cashback tương ứng ở tài khoản member tự động chuyển từ pending sang payable. - Giao diện đơn giản, gọn nhẹ, không cần làm app

Tôi cần 1 bạn superhero bên ios có thể hỗ trợ xử lý sdk ads của network công việc sẽ trao đổi cụ thể chi phí cho việc này có thể thoả thuận cần tìm coder ở Việt Nam Mấy ông nội Ấn Độ né dùm, toàn lừa đảo cám ơn các coder đã quan tâm [REMOVED BY FREELANCER.COM ADMIN]liên hệ ngay mình nhé

...dùng có thể trải nghiệm, và tiếp cận được với những nguồn thông tin có giá trị cao, cũng như giúp người dùng tương tác với nhau một cách hiệu quả nhất. **Thông tin thêm :** - SSN là tên gọi của dự án, là đại diện của triết lý xây dựng, và vận hành của chúng tôi, đó là: Smart Social Network : mạng xã hội thông minh, đó là nỗ lực mang đến cho người dùng trải nghiệm tuyệt vời nhất, thông mình nhất, thoải mái nhất cả về nội dung, cá tính năng lẫn giao diện và hành vi sử dụng - S rank Social Network : S là điểm tốt nhất t...

tôi cần 1 Coder code cho tôi 1 site dang Network và code lại soure sdk ads của 1 network theo yêu cầu ( soure IOS)

Cần lập trình viên giỏi, có kinh nghiệm về network programing TCP/UDP/VPN

Hi everyone, We are HotTab, a Singaporean start-up that sells POS machines and provide other F&B services for restaurants, bars and café. We are currently looking for a graphic designer to do graphic designs for our upcoming blogs and other social networking sites. Short, simple videos in the form of short interviews with F&B people, product tutorials and product promo are needed sometimes, too. Have a nice day and look forward to seeing you at HotTab!

...Vietnam freelancer before. I was a newly graduated IT students, the results would rub problem is quite serious, because I seem a bit crazy and lose focus on these issues by strengthening worker main types, their is there a startup plan, you can understand simply because nobody wants to admit to anything, so I want to own one. Hi, glad to say that's it, I'm planning to develop a social network for their medical needs and capable mem first is the ability to develop diverse products, most importantly, Oh bloody do own products, bloody start, dare confront challenges and not gong too because financial problems. Of course it would be good if you are in Ho Chi Minh City. I'm hoping to build a plant and nursery startup of its channels will find opportunities for team or...

...Vietnam freelancer before. I was a newly graduated IT students, the results would rub problem is quite serious, because I seem a bit crazy and lose focus on these issues by strengthening worker main types, their is there a startup plan, you can understand simply because nobody wants to admit to anything, so I want to own one. Hi, glad to say that's it, I'm planning to develop a social network for their medical needs and capable mem first is the ability to develop diverse products, most importantly, Oh bloody do own products, bloody start, dare confront challenges and not gong too because financial problems. Of course it would be good if you are in Ho Chi Minh City. I'm hoping to build a plant and nursery startup of its channels will find opportunities for team or...

I'm looking for an experienced freelance goal-getter who will lead sales process and close deals for IoT powered energy efficiency solution. The individual or Sales Agency must have strong industry contacts, network in Canadian energy sector. The focus is primarily B2B Clients acquisition and sales closing. This is a highly rewarding role that comes with leadership responsivities', sign-on bonus, sales commission with possibility of profit only equity. Key requirements: - Candidates must have a strong sales track record and deep industry knowledge and ready clients. - Primary sourcing location is Ottawa or Gatineau. - Strong communication in English and french and networking skills are crucial. - Candidates with electrical electronics background or sales background will...

Project Overview: AI@Home is an open-source initiative aimed at creating a decentralized, federated AI network where users contribute computing power to collaboratively train AI models. This project will focus on a minimal yet functional version of federated learning with a lightweight AI model and simple Mastodon bot integration. The concept is inspired by volunteer-computing projects like SETI@home and Folding@home but differs in its focus on training Large Language Models (LLMs) rather than processing scientific data. Scope 1. Training of a Lightweight AI Model Implement training using a lightweight model like DistilBERT. Optimize for decentralized training with minimal computational overhead. Ensure training can run efficiently on CPU-based nodes. 2. Basic Federated Learning...

We are a growing Indian export company looking for a dynamic Sales & Marketing professional to help expand our international customer base. This is a commissio...products in global markets - Develop business strategies to increase sales - Build and maintain strong client relationships - Provide regular sales updates and market insights Who Can Apply? ✔️ We encourage freshers and experienced candidates to work with us ✔️ Strong communication and negotiation skills ✔️ Self-motivated and goal-oriented professionals ✔️ Candidates with an existing network of importers/buyers preferred ✔️ Individuals with experience in exports, international sales, or marketing is a plus If you're a results-driven sales expert looking for a high-earning opportunity, apply now!

...augmented/mixed reality. --- ### *Tasks Required*: 1. *Camera-Based Learning App*: - Develop a smartphone app that uses the camera to recognize objects and display their names and pronunciation in Chinese. - The app should support features such as: - Image recognition using AI. - Displaying correct pronunciation of words. - Adding example sentences containing the word. - Suggested technologies: TensorFlow, OpenCV, or other suitable libraries. 2. *Augmented/Mixed Reality (Without Glasses)*: - Develop an augmented reality (AR) or mixed reality (MR) app that displays interactive information about China (e.g., culture, history, or language) when the camera is pointed at specific objects. - The app could include virtual tours...

I'm seeking a seasoned business developer to secure contracts for my logistics company, specifically for long-haul tra...clientele is predominantly large corporations within the manufacturing sector. Key Responsibilities: - Identify and approach potential corporate clients in the manufacturing industry - Negotiate and secure long-haul transportation contracts - Leverage industry connections to enhance business growth Ideal Skills: - Proven track record in business development, particularly in logistics - Strong network within large corporations and the manufacturing industry - Excellent negotiation skills - Understanding of long-haul transportation and its logistics. Your expertise will play a crucial role in expanding our reach and boosting our profitability. Looking forwar...

...Experience in managing latency issues to ensure synchronized audio-video during live events. - Expertise in using lightweight and portable sound and camera equipment for mobile event coverage. - Ability to manage multiple devices simultaneously, ensuring seamless operation. - Understanding of software solutions that can integrate mobile, radio, and camera inputs. - Experience in setting up robust network solutions to support wireless connections during live events. - Skills in troubleshooting and resolving audio issues quickly during live events. - Proficiency in post-production sound editing to enhance live recordings. - Familiarity with popular live streaming platforms, such as YouTube Live, Facebook Live, and Twitch. This setup will be primarily used for music concerts. The...

...certification. Payment & Incentives: We pay ₹400 per successfully certified MSME. No limit on the number of MSMEs you can onboard – higher conversions mean higher earnings. Additional bonuses for achieving targets. Who Can Apply? Freelancers with experience in MSME consulting, sales, or government schemes. Field agents, business consultants, and marketing professionals. Individuals with a strong network in the MSME sector. Work Location: Flexible (Work from Home or Field Work). How to Apply: Interested freelancers can send their details (name, location, experience) to [7354083666]. Let me know if you want any modifications!...

...FlashAttention-2 for Efficient Model Training • RWKV for Adaptive Long-Form Writing • Graph Databases for Deep Storyline Memory • Multi-Agent AI with Adaptive Self-Improvement • ReAct Prompting for Dynamic Decision-Making • In-Context Learning (ICL) for Adaptive Style Matching • Diff Model Text Refinement for Enhanced Editing • Bypass 18+ Filters for Unrestricted Content Generation • Quantum-Inspired Neural Networks (QINN) for Advanced Pattern Recognition • Quantum Probabilistic Models for Multi-Path Story Evolution • Hybrid Quantum-Classical AI for Efficient Large-Scale Computation • Quantum Entanglement Techniques for Deep Story & Character Relationships • Dynamic User Feedback Loop for Personalized AI Adaptation &...

I'm looking to create a new social network aimed at the general public. The platform should be user-friendly and engaging, with key features including: - User profiles: Each user should be able to create and customize their profile, detailing their interests, posts, and interactions. - Messaging system: A built-in messaging system to facilitate direct communication between users. - Content sharing (posts, images, videos): Users should be able to share various types of content, from text posts to images and videos. Ideal candidates for this project should have strong experience in social network development, with a proven track record of creating interactive and accessible platforms. Skills in UI/UX design, security measures implementation, and knowledge of the latest s...

I am seeking a cybersecurity expert with a focus on network security, specifically in the configuration of a cloud-based firewall. Key Requirements: - Expertise in network security with a specific focus on firewall configuration. - Experience with configuring cloud-based firewalls. - Knowledge of best practices in cybersecurity to ensure the firewall is optimally configured for security. Ideal Skills: - Cybersecurity certifications (e.g., CISSP, CEH). - Proven track record of firewall configuration. - Strong understanding of network security principles. Your role will be to assess my current cloud-based firewall setup, make necessary adjustments, and ensure the system is secure from potential threats.

I'm looking for a skilled writer and PR expert to create and distribute 25 individual guest blog posts for m...personal stories centered on our experiences. These narratives should capture the essence of our 4wd experience and engage the reader. - Distributing these posts to high-volume, reputable sites that accept guest contributions. Ideal Skills: - Exceptional storytelling and writing skills, with the ability to create compelling personal narratives. - Proven experience in guest blogging and PR, with a network of high-volume sites for distribution. - Understanding of SEO and its importance in blog post visibility and website traffic increase. I want these posts to not only drive traffic, but also to build a connection with readers, making them interested in our unique loc...

...with potential buyers ? Work independently or leverage your existing network to secure orders ? Ensure smooth communication between buyers and our company Who Can Apply? ✅ Freelancers with experience in B2B sales, export trade, or lead generation ✅ Experts in reaching out to international markets (USA, Europe, UAE, Russia, etc.) ✅ Individuals with an existing network of importers and wholesalers Payment Terms: ? Commission-based model – Earn a share of the profit on every closed deal ? The more deals you close, the higher your earnings This is an excellent opportunity for freelancers looking to partner with a reliable export company and earn substantial profits through successful deals. If you have the skills and the network, we want to work with you! ? ...

I'm looking for a skilled writer and PR expert to create and distribute 25 individual guest blog posts for m...personal stories centered on our experiences. These narratives should capture the essence of our 4wd experience and engage the reader. - Distributing these posts to high-volume, reputable sites that accept guest contributions. Ideal Skills: - Exceptional storytelling and writing skills, with the ability to create compelling personal narratives. - Proven experience in guest blogging and PR, with a network of high-volume sites for distribution. - Understanding of SEO and its importance in blog post visibility and website traffic increase. I want these posts to not only drive traffic, but also to build a connection with readers, making them interested in our unique loc...

...appearance 3. Typography: * Modern, sans-serif font (professional, clear, and futuristic) * Avoid overly decorative fonts (must be easy to read at any size) * Suggested fonts: Montserrat, Lato, or Poppins 4. Iconography (Optional but Preferred): * Subtle DNA helix element (abstract, not overly detailed) * Molecular structure or genetic code representation (minimalist look) * Scientific wave, cell, or network theme (conveys biotech focus) Avoid: * Cartoonish DNA strands * Overcomplicated or crowded graphics * Generic medical symbols (stethoscopes, caduceus, etc.)...

...appearance 3. Typography: * Modern, sans-serif font (professional, clear, and futuristic) * Avoid overly decorative fonts (must be easy to read at any size) * Suggested fonts: Montserrat, Lato, or Poppins 4. Iconography (Optional but Preferred): * Subtle DNA helix element (abstract, not overly detailed) * Molecular structure or genetic code representation (minimalist look) * Scientific wave, cell, or network theme (conveys biotech focus) Avoid: * Cartoonish DNA strands * Overcomplicated or crowded graphics * Generic medical symbols (stethoscopes, caduceus, etc.)...

I'm looking to enhance my professional connections on Freelancer. I'm particularly interested in one-on-one calls to foster these relationships. Ideal Skills: - Excellent communication skills - Proficiency in using Freelancer's platform - Networking experience - Ability to facilitate calls Experience: - Prior experience in professional networking - Proven track record of building connections Please note, I'm not looking for collaborations with other freelancers or an increase in my client base at this moment. My main focus is on developing my professional connections.

I'm in need of a proficient sourcing agent in China, with a keen eye for quality and a solid network in the industry, to help me find and procure Quick-Release Grease Gun Couplers, specifically designed to handle high pressure. Ideal Skills and Experience: - Strong negotiation skills to secure the best prices - Excellent communication skills for seamless interaction with suppliers - Prior experience in sourcing mechanical components - Ability to assess product quality and reliability - Knowledge of high pressure couplers and their specifications - Familiarity with logistics and shipping processes - Fluent in Mandarin or has a trustworthy translator

...age groups from anywhere in the world to join our global referral program (Work from Home Opportunity) for an exciting Education Enrollment Campaign. Whether you're a student, professional, parent, or retiree, if you have a network of potential customers, this is the perfect opportunity for you to earn $200 per sale instantly. ________________________________________ What You’ll Do • Refer friends, family, colleagues, or contacts (from any country or location) to purchase our educational product/package. • Share information about the product and its benefits with your network. • Encourage them to enroll in the program and complete the payment process. ________________________________________ What We Offer • $200 per sale paid instantly upon s...

I'm looking for an expert in music promotion with a focus on securing radio airplay for my Pop track on international stations. Ideally, you should: - Have an extensive network and contacts within international radio stations - Have a proven track record of promoting pop music - Understand how to get my track onto playlists and keep it there - Have experience in social media promotion and can integrate this into a comprehensive promotion strategy Your ability to secure airplay, increase my track's visibility, and ultimately, its popularity, is critical. Please provide examples of your past work and any relevant metrics.

Needing an instagram story created for my new discord trading community. Our company name is "hawkeye investments network" or "hawkeye investments" for short. I need a promotional animated video announcing the launch of our new discord group. Within our discord group, we will have two financial analyst signaling when they enter and exit trades. We are a stock options trading community, We will also include educational content and other miscelanous tips within the discord community. I need the video to promote the launch of this discord channel. As we do not have the minimum requirement to post a link directly to our instagram stories, we need to have it include "link in bio." We have a logo, and want the story to include this same colorway. I am imag...

...Ruby on Rails, or Laravel for server-side logic. Database: MySQL, PostgreSQL, or MongoDB for storing product and user data. E-commerce Platform: Use an existing platform like Shopify, WooCommerce (WordPress), or Magento for faster development. Alternatively, build a custom solution for more flexibility. Hosting: Cloud hosting providers like AWS, Google Cloud, or Azure. Content Delivery Network (CDN) for faster loading times. 3. Design the Website Wireframes and Mockups: Use tools like Figma, Adobe XD, or Sketch to design the layout. Focus on a clean, user-friendly interface with intuitive navigation. Key Pages: Homepage: Highlight featured products, promotions, and categories. Product Pages: Include high-quality images, descriptions, pricing, and reviews. Category P...

Needing an instagram story created for my new discord trading community. Our company name is "hawkeye investments network" or "hawkeye investments" for short. I need a promotional animated video announcing the launch of our new discord group. Within our discord group, we will have two financial analyst signaling when they enter and exit trades. We are a stock options trading community, We will also include educational content and other miscelanous tips within the discord community. I need the video to promote the launch of this discord channel. As we do not have the minimum requirement to post a link directly to our instagram stories, we need to have it include "link in bio." We have a logo, and want the story to include this same colorway. I am imag...

...values from IDCCa,IDCCb or final domain, in JSON format : For example ( this hour for simplicity do not have negative RAM ) : Date 13.01.2025, hour 2:00 to 3:00 : IDCCa result are "Final values " Calculation: Entry values to calculation are from final domain RAM, PTDF "Final domain for IDCCb " From this values the pre-final ATC values are calculated, negative or positive. After calculation, pre-final ATC values are sumed with leftovers after IDCCa and final ATC values are show "Final values " for every border. ‘PTDF’ means a power transfer distribution factor; 'CNE’ means a critical network element; I need explanation how it is calculated. I tried something but results are not the same.

...Strategize and implement Google Ads campaigns across the Search Network, Display Network, and YouTube - Monitor campaign performance and make necessary adjustments to maximize lead generation - Provide regular updates on campaign progress and lead generation stats - Analyze competitor campaigns to identify opportunities for optimization - Perform detailed keyword research to identify high-potential search terms - Conduct A/B testing to determine the most effective ad copies and landing pages Skills and Experience Required: - Proven experience in managing Google Ads campaigns - Strong understanding of lead generation strategies - Excellent analytical skills to assess campaign performance - Experience with the Search Network, Display Network, and YouTube Tar...

Agent smart router project. The project consists of the development in C/C++ of software to fit in a docker of the openwrt software of routers from various vendors. The product has already been developed by us in python and works well, but it is not built to fit in an openwrt OS docker. We used this work to generate a data model, to transmit the data to the Azure platform. The software is a product that detects various router functionality parameters and sends them every 15 minutes. As mentioned we have working routers and related specifications. Deep knowledge of openwrt operating systems, the TR181 data model, and in general also of connecting to Azure via tcp/ip is necessary.

I'm seeking an experienced CCNA tutor with a strong focus on Routing and Switching. The ideal freelancer should have deep knowledge and practical experience in all aspects of the CCNA certification, including Network Fundamentals, Security and Automation, and data centers. Key Requirements: - Proven experience in teaching CCNA - Deep understanding of Routing and Switching - Experience with Network Fundamentals, Security and Automation, and data centers - Excellent communication and teaching skills Please note, while I have skipped specific topics within Network Fundamentals, I believe a comprehensive understanding and ability to teach these topics will be beneficial.